A VAE-based unsupervised segmentation pipeline quantifies biofilm formation inside microfluidic droplets over time, with manually selected latent thresholds and pixel-area cutoffs defining biofilm classes.
The Fundamental Solution for the Heat Equation on the half-line with Drift and Dirichlet Boundary Condition
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abstract
By a probabilistic method we provide an explicit fundamental solution of the Cauchy problem associated to the heat equation on the half-line with constant drift and Dirichlet boundary condition at zero.
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Latent Space-Driven Quantification of Biofilm Formation using Time Resolved Droplet Microfluidics
A VAE-based unsupervised segmentation pipeline quantifies biofilm formation inside microfluidic droplets over time, with manually selected latent thresholds and pixel-area cutoffs defining biofilm classes.